ROAD EDGE TRACKING FOR ROBOT ROAD FOLLOWING - A REAL-TIME IMPLEMENTATION

被引：7

作者：

MORGAN, AD

DAGLESS, EL

MILFORD, DJ

THOMAS, BT

机构：

[1] Faculty of Engineering, University of Bristol, Bristol, B58 1TR, University Walk

来源：

IMAGE AND VISION COMPUTING | 1990年 / 8卷 / 03期

关键词：

computer vision; mobile robots; real-time road model;

D O I：

10.1016/0262-8856(90)90070-L

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The problem of visually navigating a robot along a road is approached by means of creating and updating a simple representation of the road from a sequence of images. The representation chosen is a 4-parameter model that describes the width, direction and simple curvature of the road in a vehicle centred (X, Y, Z) world coordinate system. The model is created by tracking along major edge features in an image and applying constraints to select road edge candidates. Updating consists of tracking a set of measured edge points from frame to frame (assuming that vehicle motion is known), and using a weighted least squares process to find the four parameters of the road model. A number of constraint and filtering processes representing knowledge of how a vehicle moves on a road have been applied. The algorithm has been developed to run at near real-time video rates. © 1990.

引用

页码：233 / 240

页数：8

共 14 条

[1] CANNY J, 1986, IEEE T PAMI, V8
[2] DEMENTHON D, 1986, INVERSE PERSPECTIVE
[3] DICKMANNS ED, 1985, OCT P AFCET C AUT TO
[4] KUHNERT KD, 1986, P SPIE, V727
[5] LEMOIGNE J, 1985, IMAGE PROCESSING VIS, V2
[6] MILFORD D, 1988, UNPUB BRISTOL U TECH
[7] SYNTHESIS OF A ROAD IMAGE AS SEEN FROM A VEHICLE
OZAWA, S
ROSENFELD, A
[J]. PATTERN RECOGNITION, 1986, 19 (02) : 123 - 145
[8] EYE-MOVEMENTS IN CURVE NEGOTIATION
SHINAR, D
MCDOWELL, ED
ROCKWELL, TH
[J]. HUMAN FACTORS, 1977, 19 (01) : 63 - 71
[9] EDGE-DETECTION AND MOTION DETECTION
SPACEK, LA
[J]. IMAGE AND VISION COMPUTING, 1986, 4 (01) : 43 - 56
[10] THORPE C, 1986, CMURITR8711

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